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Mathematics for Computer Scientists A Practice-Oriented Approach

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Beschreibung

This textbook contains the mathematics needed to study computer science in application-oriented computer science courses. The content is based on the author's many years of teaching experience.

The translation of the original German 7 th  edition  Mathematik für Informatiker  by Peter Hartmann was done...

Beschreibung

This textbook contains the mathematics needed to study computer science in application-oriented computer science courses. The content is based on the author's many years of teaching experience.

The translation of the original German 7 th  edition  Mathematik für Informatiker  by Peter Hartmann was done with the help of artificial intelligence. A subsequent human revision was done primarily in terms of content.

Textbook Features

  • You will always find applications to computer science in this book.
  • Not only will you learn mathematical methods, you will gain insights into the ways of mathematical thinking to form a foundation for understanding computer science.
  • Proofs are given when they help you learn something, not for the sake of proving.

Mathematics is initially a necessary evil for many students. The author explains in each lesson how students can apply what they have learned by giving many real world examples, and by constantly cross-referencing math and computer science. Students will see how math is not only useful, but can be interesting and sometimes fun.

The Content

  • Sets, logic, number theory, algebraic structures, cryptography, vector spaces, matrices, linear equations and mappings, eigenvalues, graph theory.
  • Sequences and series, continuous functions, differential and integral calculus, differential equations, numerics.
  • Probability theory and statistics.

The Target Audiences

Students in all computer science-related coursework, and independent learners.

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

31.08.2023

Abbildungen

X, 590 p. 219 illus. With online files/update.

Verlag Springer Fachmedien Wiesbaden GmbH

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

31.08.2023

Abbildungen

X, 590 p. 219 illus. With online files/update.

Verlag Springer Fachmedien Wiesbaden GmbH
Seitenzahl

590

Maße (L/B/H)

24/16,8/3,3 cm

Gewicht

992 g

Auflage

1st ed. 2023

Sprache

Englisch

ISBN

978-3-658-40422-2

Herstelleradresse

Springer-Verlag GmbH
Tiergartenstr. 17
69121 Heidelberg
DE

Email: ProductSafety@springernature.com

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  • Produktbild: Mathematics for Computer Scientists
  • Produktbild: Mathematics for Computer Scientists
  • DISCRETE MATHEMATICS AND LINEAR ALGEBRA.- Sets and mappings.- Logic.- Natural numbers, complete induction, recursion.- Some number theory.- Algebraic structures.- Vector spaces.- Matrices.- Gaussian algorithm and systems of linear equations.- Eigenvalues, eigenvectors and basis transformations.- Scalar product and orthogonal maps.- Graph theory.- ANALYSIS.- The real numbers.- Sequences and series.- Continuous functions.- Differential calculus.- Integral calculus.- Differential equations.- Numerical methods.- PROBABILITY AND STATISTICS.- Probability spaces.- Random variables.- Important distributions and stochastic processes.- Statistical methods.- Appendix.